MARC details
| 000 -LEADER |
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| fixed length control field |
03012nam a22003377a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20260616113227.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
260616b |||||||| |||| 00| 0 eng d |
| 040 ## - CATALOGING SOURCE |
|---|
| Language of cataloging |
English |
| Transcribing agency |
TUPM |
| Modifying agency |
TUPM |
| Description conventions |
rda |
| 050 ## - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
BTH TK 146 |
| Item number |
A88 2025 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Astrera, Renziel Earl C. |
| Relator term |
Author |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
Designing an Automated Indoor Nutrient Film Technique (NFT) Hydroponic System for Microgreens: |
| Remainder of title |
Integrating Internet of things (IoT)- Based Artificial Intelligence (AI) Control with Algae Prevention and Detection |
| Statement of responsibility, etc. |
ReinzIel Earl C. Astrera, Edgardo Jr. R. Belay, Jonathan A. Calosa, Joven C. De Jesus, Bethoven Q. Oliveros and Rogelio E. Salalim..- |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
Manila: |
| Name of publisher, distributor, etc. |
Technological University of the Philippines, |
| Date of publication, distribution, etc. |
2025 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xviii,151pages: |
| Dimensions |
29cm. |
| 336 ## - CONTENT TYPE |
|---|
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
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| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
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| Source |
rdacarrier |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Bachelor's Thesis |
| 502 ## - DISSERTATION NOTE |
|---|
| Dissertation note |
College of Engineering..- |
| Degree type |
Bachelor of Science in Electrical Engineering: |
| Name of granting institution |
Technological University of the Philippines, |
| Year degree granted |
2025. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographic references and index. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
This study presents an automated indoor Nutrient Film Technique (NFT)<br/>hydroponic system for microgreen cultivation, incorporating IoT and AI to overcome<br/>traditional farming limitations like scarce arable land, pest infestations, and ineffective<br/>algae detection. The system enables real-time monitoring and automated control of<br/>critical parameters, including pH, electrical conductivity (EC), oxidation-reduction<br/>potential (ORP), temperature, and humidity, to optimize growth conditions. A web-based<br/>application allows remote access for farmers to view data and make adjustments,<br/>streamlining operations. An integrated ozone generator suppresses algae growth,<br/><br/>preserving nutrient solution integrity and promoting healthy plant development. AI-<br/>driven deep learning processes images and sensor data to identify early algae<br/><br/>proliferation and plant diseases, facilitating timely interventions. Radish microgreens<br/>were tested due to their quick germination and high yields, revealing superior health and<br/>uniformity compared to soil methods, which suffer from uneven light, nutrient rivalry,<br/>and pests. As a scalable model, it addresses food security needs, with future upgrades<br/>including additional sensors, AI enhancements, and improved enclosures for better<br/>control.<br/><br/>Keywords:<br/>Nutrient Film Technique (NFT); Internet of Things (IoT); Artificial Intelligence<br/>(AI); Real time Monitoring; EC (Electrical Conductivity); ORP (Oxidation reduce<br/>potential); Microgreens (Radish); pH; |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Electrical Engineering |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Nutrient Film Technique (NFT) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Artificial Intelligence (AI); Real time Monitoring; |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Belay, Edgardo Jr., R. |
| Relator term |
Author |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Calosa, Jonathan A. |
| Relator term |
Author |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
De Jesus, Joven C. |
| Relator term |
Author |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Oliveros, Bethoven Q. |
| Relator term |
Author |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Salalima, Rogelio E. |
| Relator term |
Author |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Library of Congress Classification |
| Koha item type |
Bachelor's Thesis COE |
| Suppress in OPAC |
No |